Most countries are still under heavy quarantine restrictions while others are opening the economy and returning to normal life. This tendency appears to supplement Tenopir, who stated “Respondents from Asian countries felt more strongly about data access as an important part of their own scientific pursuits.” (Tenopir 2015: 19). Simple referencing "at some part" is Okay, But DO NOT COPY THIS ALL SOLUTION TO OUR CLASS IN THIS SEMESTER! The name "Korea" is derived from Goryeo, a dynasty which ruled in the Middle Ages. Besides Saudi Arabia, South Korea had the highest number of infected people globally: Although the virus appeared quite unexpectedly, its further progress was prevented relatively quickly. Others will let you know about the place with available face masks or the closest place to be tested. Data Science & Analytics at BCG Tenopir et al. Shearer & Furtano (2017) surveyed 43 COAR members regarding requirements in the area of research data management in 2016. Tenopir, C, et al. The benefits of EMBL-EBI (European Bioinformatics Institute) data and services are estimated to be worth £1 billion per annum worldwide, also having a return on investment in R&D estimated to be worth some £920 million annually (Beagrie & Houghton 2016). One half of the respondents use the same platform to manage publications and research data, and the most common platform was DSpace, followed by Dataverse. Jupyter is taking a big overhaul in Visual Studio Code. Open Research Data Forum. Following an amendment of the Regulations, the R&D project management regulations of individual governmental ministries are under revision. Because most R&D projects are controlled by the Regulations as described previously, DMP mandates are included in this regulation, which can be more effective in the situation of Korea. 7 Sep. Freedman, L, Cockburn, I and Simcoe, T. 2015. Jan. 12, 2021. All the symptoms are included in the database, and the patients are advised on the next steps. Unstructured data, such as images, videos, and texts, also account for a significant portion. Research institutes support intramural data sharing and utilization. Data Science Journal, 19(1), 29. The main objective is to inform the public about coronavirus from different perspectives. Openness of the data created and utilized in research is indispensable to verify the reproducibility of research. Research funders develop and enforce data policies, and the national research data center is in charge of supporting data policies, delivering data discovery services, and activating a national collaborative network. COAR Survey of Research Data Management. Data centers ensure proper disciplinary data management and utilization while also supporting researchers. KAIST - Korea Advanced Institute of Science and Technology earns the honor of topping this inaugural table, finishing ahead of Seoul National University (SNU). DOI: https://doi.org/10.1038/533452a, Barsky, E. 2015. When we’re coming back to the story about our patient 31, the officials were able to track her movement, people she came to contact with, and alert everyone who might be at risk. South Korea is a great example of how AI and Big Data should be applied for social good — reducing reaction time, increasing accuracy, and deploying solutions throughout the whole country. Holdren, J. The respondents were widely distributed in nearly all fields of science and technology, as shown in Figure 1. The new Master’s programme Applied Data Science enables you to become a data science professional with excellent analytic capabilities. “Research Data Management Status of Science and Technology Research Institutes in Korea”. This tendency appears to supplement Tenopir, who stated “Respondents from Asian countries felt more strongly about data access as an important part of their own scientific pursuits.” DOI: https://doi.org/10.1371/journal.pone.0134826. In Korea, there are on-going efforts to implement FAIR data principles (Wilkinson 2016) through the entire research life cycle. This research was supported by Korea Institute of Science and Technology Information (KISTI). 2015. and Lee, S., 2020. In addition, researchers consider data management as an additional task and are sensitive to the responsibility issues of quality and reliability. First, the platform offers functions to store and manage various types of big research data. PLOS ONE, 10(8). To increase the reusability and transparency of research, it is a top priority to build a nationwide ecosystem of research data sharing and utilization. OECD. 44 open jobs for Data scientist in South Korea. The government designates nine key research outcomes and systematically manages them by establishing institutions devoted to their management. University of Southern Queensland's Master of Science in Applied Data Science. The greatest hurdles when collecting data are dealing with undisclosed data, with unknown data following, as shown in Figure 7. Data Science Class (COSE-471, Spring, 2018) Note. Functions for general users include the uploading of data or analytical models and the ability to generate, edit and execute an analytical workflow in a drag & drop manner. seok . Study on Open Science: Impact, Implications and Policy Options. Data Science Journal, vol. Open Research Data Forum Report. Concordat on Open Research Data. This degree can be a initial step towards pursuing a doctorate, or to a career in data science. Various types of research data are being produced from three quarters of the R&D projects, as shown in Figure 2. Retailers try to predict how much of a specific product or service customers may want to purchase during a certain time period. seok .and S. Lee. Insufficient incentives and insufficient infrastructure were also cited, as shown in Figure 6. The skills acquired will be applicable to business applications, industrial applications and also to scientific data exploration. COAR Report. DOI: https://doi.org/10.14288/1.0348069. Students will learn how to collect and analyze big data, and find linguistic features from the data. The goal of open research data is to facilitate easy access and reuse of data collected and created throughout the research process (OECD 2015). Open research data policies, including mandatory data management plans, have been implemented globally (Holdren 2013; ORDF 2016). The Fourth Paradigm: Data-Intensive Scientific Discovery. This occurs mainly because most researchers feel that they own the data created from publicly funded projects, and the data has not yet been accepted as a major research achievement.2. DOI: https://doi.org/10.5334/dsj-2020-029.s1. A Data Scientist uses the information collected to discover data courses such as revenues, testimonials and product information. Nature, 533(7604): 452–454. Researchers in Korea lack experience in data sharing, tend to hesitate to disclose their data, and reported that they do not receive sufficient data management support from their institutions. Learning from the experience with MERC, they were able to apply effective measures like: Contract Tracing is an excellent example of how to make big data working at scale and bring actionable insights. Find over 19 Data Science groups with 8199 members near you and meet people in your local community who share your interests. Infrastructure for the sharing and reuse of research data is also insufficient. All has changed with the “patient 31”. This occurs because the construction of data is not considered a major research output, and the management and sharing of data is a burden to researchers due to additional management tasks and responsibility issues. 2013. According to an extra institutional interview (Figure 4), only two of 23 institutes manage research data at the institutional level, and three institutes have their own institutional data policy and dedicated data management department. Because stakeholders have little experience in managing and sharing research data and have high psychological barriers, a gradual approach is preferred through sufficient discussions along with legal and technological support. Organizers add their Conferences, Events, Seminars, Webinars & Workshops for free. Find best Data Science internships at leading companies in India and abroad for summer 2021. In addition, researchers demanded the following to encourage data management and sharing: In Korea, nearly all R&D information, including project information, participants, and outcomes, is being collectively managed by NTIS. “Research Data Management Status of Science and Technology Research Institutes in Korea”. It was also found that 80% or more researchers have a strong demand for other researchers’ data, and they usually receive such data via E-mail/FTP. Research Data Management Status of Science and Technology Research Institutes in Korea. Since then, South Korea confirmed thousands of virus cases in the time of a few days, and the numbers grew steeply, and the outbreak was the biggest outside Mainland China. A national research data platform has been in development since 2018. Other crucial parts of the whole Korean system against coronavirus are mobile apps. This specialisation is designed to provide an opportunity for graduates from all disciplines to gain advanced skills and knowledge in handling data which are commonly known as Big Data, as well as producing and interpreting data analytics. Starting a YouTube channel in exam week...Have you ever procrastinated studying so hard you made a YouTube channel and started vlogging? Currently, action plans for pursuing this strategy are being developed and several pilot projects are underway. Data Science Journal. Based on statistics from 2010, each citizen is capture by the public CCTV system on average of 83.1 times every day, and the trend has grown over the years. Technologically supporting data management and data-driven research by dedicated professionals, and by building institutional/sectoral/national research data infrastructure to improve the findability and accessibility of research data. The plan (Figure 9) aims to enable national research data sharing and utilization by revising the legal system, establishing a hierarchical research data management system and infrastructure, and fostering data science experts. The design of test kits was developed with the use of Artificial Intelligence. Search Data scientist jobs in South Korea with company ratings & salaries. In today’s society it is becoming more and more important to put these data effectively and safely to use. The company called Seegene managed to develop tests in less than three weeks, thanks to automation and AI. Among various stakeholders, there are wide discrepancies in their points of view regarding the sharing and reuse of research data. As shown in Figure 8, 75% or more researchers create and collect research data in various R&D projects, and 80% or more researchers need other researchers’ data, but only 12% at most of researchers share their data. It would enable them easily to share and reuse their research data. This repository will also provide federated ID authentication, including ORCID (https://orcid.org) and KAFE (https://www.kafe.or.kr). Course content will vary between institutions and across different fields, but you should generally expect to complete coursework to the value of 24 credits (roughly equivalent to 48 of the ECTS credits used by universities following the Bologna system) before passing a final examination. Procuring research data quality through the entire research process, Raising awareness of research data management and sharing for a cultural change towards open science, Definition of research data: factual records produced from various experiments, observations, investigations and analyses, etc. Much time will be needed to implement this system, but once complete it will provide a firm foundation for the next generation of scientific research. Thanks to the country’s transparent and consistent government, culture, collective effort, technological maturity, and eagerness to innovate, South Korea managed to overcome the potential risks when facing these challenges. Barsky (2015) surveyed 100 faculty members from Engineering, Natural and Physical Sciences at the University of British Columbia in 2015 with regard to their actual practices of research data management and to discern areas where the researchers would like help. PLOS Biology, 13(6). Institutional support for the sharing and reuse of research data is still lacking, and researchers’ awareness of data management and sharing is also low. OECD Science, Technology and Industry Policy Papers. AI helped to shorten the period needed to design and build test kits. Choi, M.-. A number of approaches to the linguistic analysis of written and spoken texts will be discussed. It serves as a catalyst for cooperative data-driven research to solve social problems. AI is used to classify patients into four categories: mild, moderate, severe and very severe. They are usually stored and managed separately on a personal or laboratory level, and are shared only through personal requests. Korea didn’t face the problem with an insufficient number of tests like other countries did. Hey, T, TanSley, S and Tolle, K. 2009. Before tested positive, the patient 31 was in a minor accident, checked in a hospital twice, and visited a service at a church. Data Science Korea Univ. The Value and Impact of the European Bioinformatics Institute. Privacy, data security, and information sharing cannot be left aside. Shearer, K and Furtado, F. 2017. Data on Korea across agriculture,development,economy,education,energy,environment,finance,government,health,innovation and technology,jobs,society Find, compare and share OECD data by country. The plan was placed on the agenda for the NSTC steering committee in January of 2018. Therefore, the participating institutions can be considered to have covered all areas of science and technology in Korea. The International Science Council’s Committee on Data (CODATA) and World Data System (WDS), and the Research Data Alliance (RDA) are delighted to announce that the 2021 edition of International Data Week (IDW 2021) will be held on 8–11 November 2021 in Seoul, South Korea. South Korea did a great job when it comes to the prevention of the further spread of the virus, and there are several reasons why. Nearly half of the data is structured, such as numerical data. In addition, open research data can deliver benefits to diverse members of society, such as citizens and companies, as well as researchers. Artificial intelligence-based big data solutions enabled scientists to understand the genetic make-up of coronavirus rapidly. 2020;19(1):29. With data science, we can make personalized offers to different customer segments and gain more profits. Organisation for Economic Co-operation and Development (OECD) Microsoft Research. Eduniversal Best Masters Ranking by country. CCTV cameras are also used extensively when monitoring and analyzing virus transmission. The core courses of the programme provide the key skill set of a data scientist: applying machine learning, managing large data sets, and generating interesting visualisations. The public app also informs each user, which areas were visited by confirmed patients, which places are under quarantine, and who might be potentially affected. 1In Korea, major government-funded research institutes belong to NST, and only two out of 25 institutions could not participate in this survey due to certain security reasons. According to their findings, three main areas that must be improved are educating scientists, providing internal support, and providing external resources and support, such as data repositories. Rapid testing of the people and the use of various types of advanced technologies, data analytics, and information about the population have been proven as practical measures. There are more than 1.1 million operational CCTV cameras in South Korea every day. KCDC (Korea Centers for Disease Control & Prevention) announces the information of COVID-19 quickly and transparently. Data Science Journal 19, no. Increasing numbers of errors are found in supplementary data submitted to well-known research journals (Economist 2016). Upcoming International Conferences in Korea (south) | Conferences 2020 & 2021. The research fields in the survey were classified based on the National S&T Standard Classification System of the Korean government. Still, countries like South Korea, Singapur, and Taiwan were able to react to the situation almost instantly and bounce back faster. R&D projects in South Korea are conducted based on laws, specifically based on the “Framework Act on Science and Technology”, the “Act on Performance Evaluation and Management of National Research and Development Projects, etc.”, and “Regulations on the Management, etc. 2017. However, only a small percentage of research data, such as biological resources and chemical compounds, is managed on a nationwide level. An infected lady traveling from Chinese Wuhan was isolated, and officials managed to keep the situation under control. Beagrie, N and Houghton, J. The additional file for this article can be found as follows: RDM survey questionnaire. Fourth, to facilitate convergence and collaboration among researchers or research groups, research community services support the creation of thematic research communities, communication among researchers, and the sharing and utilization of research data. In this regulation, a definition of research data was added and a data management plan (DMP) became mandatory for national R&D projects. Is There a Reproducibility Crisis? In Korea, national R&D information is integrated and managed by the NTIS (https://www.ntis.go.kr), but only a limited amount of research data is being managed and shared on a nation-wide level. Third, research data repository hosting services are especially helpful for institutions and research groups that want to manage research data more effectively but have difficulties due to the limited computing resources, a lack of a management system, or a shortage of human experts for system management. Although nearly all of the researchers reported that they manage their data and have data management policies or guidelines, as shown in Figure 3, most researchers tended to store and manage data on a personal or laboratory level, usually with their PC or via an external hard drive. Flattening the Curve in 20 days with Big Data, AI and Smart Tech. But as the graph suggests, the curve’s started to flatten much faster than initially anticipated, and the situation was maintained. Openness is a major premise of scientific research, allowing a self-correction mechanism to work, enabling new scientific discoveries, and helping to eliminate bad science by increasing the transparency of research in general (RS 2012). 2012. These are the top universities in South Korea for computer science, based on their reputation and research in the field. Kim, Y and Yoon, A. Only six studies out of 53 ‘landmark’ papers in preclinical cancer research were reproduced (Begley & Ellis 2012). Changes in Data Sharing and Data Reuse Practices and Perceptions among Scientists Worldwide. Take a look, Stop Using Print to Debug in Python. Institutional data repository for government-funded research institutes. 7. With the national research data platform, disciplinary data centers will be built hierarchically and research data from national R&D projects will be curated and utilized in the relevant disciplinary data centers. The establishment of a collaborative network between various stakeholders has been carefully approached. Data Science Journal, 19(1), p.29. White House OSTP Memorandum. Furthermore, we are attempting to establish a tiered research data sharing and utilization ecosystem at the national level, as shown in Figure 12. Despite the low numbers, South Korea started to cooperate with biotech companies on test development for Coronavirus. We make a structured dataset based on the report materials of KCDC and local governments. For this survey, 301 responses from 23 research institutes were gathered. It adopts Docker-based microservice architecture for scalability to accommodate domain-specific and institution-specific needs. 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